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      Biotinylation as a tool to enhance the uptake of small molecules in Gram-negative bacteria

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          Abstract

          Antibiotic resistance is a major public health concern. The shrinking selection of effective antibiotics and lack of new development is making the situation worse. Gram-negative bacteria more specifically pose serious threat because of their double layered cell envelope and effective efflux systems, which is a challenge for drugs to penetrate. One promising approach to breach this barrier is the “Trojan horse strategy”. In this technique, an antibiotic molecule is conjugated with a nutrient molecule that helps the antibiotic to enter the cell through dedicated transporters for the nutrient. Here, we explored the approach using biotin conjugation with a florescent molecule Atto565 to determine if biotinylation enhances accumulation. Biotin is an essential vitamin for bacteria and is obtained through either synthesis or uptake from the environment. We found that biotinylation enhanced accumulation of Atto565 in E. coli. However, the enhancement did not seem to be due to uptake through biotin transporters since the presence of free biotin had no observable impact on accumulation. Accumulated compound was mostly in the periplasm, as determined by cell fractionation studies. This was further confirmed through the observation that expression of streptavidin in the periplasm specifically enhanced the accumulation of biotinylated Atto565. This enhancement was not observed when streptavidin was expressed in the cytoplasm indicating no significant distribution of the compound inside the cytoplasm. Using gene knockout strains, plasmid complementation and mutagenesis studies we demonstrated that biotinylation made the compound a better passenger through OmpC, an outer membrane porin. Density functional theory (DFT)-based evaluation of the three-dimensional geometries showed that biotinylation did not directly stabilize the conformation of the compound to make it favorable for the entry through a pore. Further studies including molecular dynamics simulations are necessary to determine the possible mechanisms of enhanced accumulation of the biotinylated Atto565.

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          VMD: Visual molecular dynamics

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            Multiwfn: a multifunctional wavefunction analyzer.

            Multiwfn is a multifunctional program for wavefunction analysis. Its main functions are: (1) Calculating and visualizing real space function, such as electrostatic potential and electron localization function at point, in a line, in a plane or in a spatial scope. (2) Population analysis. (3) Bond order analysis. (4) Orbital composition analysis. (5) Plot density-of-states and spectrum. (6) Topology analysis for electron density. Some other useful utilities involved in quantum chemistry studies are also provided. The built-in graph module enables the results of wavefunction analysis to be plotted directly or exported to high-quality graphic file. The program interface is very user-friendly and suitable for both research and teaching purpose. The code of Multiwfn is substantially optimized and parallelized. Its efficiency is demonstrated to be significantly higher than related programs with the same functions. Five practical examples involving a wide variety of systems and analysis methods are given to illustrate the usefulness of Multiwfn. The program is free of charge and open-source. Its precompiled file and source codes are available from http://multiwfn.codeplex.com. Copyright © 2011 Wiley Periodicals, Inc.
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              Bonded-atom fragments for describing molecular charge densities

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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: MethodologyRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Writing – review & editing
                Role: Data curationRole: Formal analysisRole: Writing – review & editing
                Role: Data curationRole: Formal analysisRole: Writing – original draft
                Role: Formal analysisRole: ResourcesRole: SoftwareRole: Writing – review & editing
                Role: ConceptualizationRole: Formal analysisRole: ResourcesRole: SupervisionRole: Writing – review & editing
                Role: ConceptualizationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole: MethodologyRole: Project administrationRole: ResourcesRole: SoftwareRole: SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                12 November 2021
                2021
                : 16
                : 11
                : e0260023
                Affiliations
                [1 ] Department of Chemistry, College of Arts and Sciences, University of Kentucky, Lexington, KY, United States of America
                [2 ] Centre for Applied Energy and Research, University of Kentucky, Lexington, KY, United States of America
                [3 ] Saha Cardiovascular Research Center, College of Medicine, University of Kentucky, Lexington, KY, United States of America
                University of Cambridge, UNITED KINGDOM
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                https://orcid.org/0000-0002-7433-3129
                https://orcid.org/0000-0002-0631-9034
                https://orcid.org/0000-0002-9936-7149
                Article
                PONE-D-21-14559
                10.1371/journal.pone.0260023
                8589159
                34767592
                70b8d246-2d92-4101-8819-e00433ab9610
                © 2021 Pandeya et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 3 May 2021
                : 31 October 2021
                Page count
                Figures: 9, Tables: 0, Pages: 20
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/100000002, National Institutes of Health;
                Award ID: AI137020
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000002, National Institutes of Health;
                Award ID: AI142063
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000001, National Science Foundation;
                Award ID: CHE-1709381
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000002, National Institutes of Health;
                Award ID: HL142640
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000002, National Institutes of Health;
                Award ID: GM132443
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000002, National Institutes of Health;
                Award ID: HL146744
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000001, National Science Foundation;
                Award ID: 1563412
                Award Recipient :
                Y.W. acknowledge funding from NSF CHE-1709381, NIH/NIAID AI137020 and AI142063. Y. W. and Z. L. acknowledge funding from NIH/NHLBI HL142640, and NIH/NIGMS GM132443. Z.L. acknowledge funding from NIH/NHLBI HL146744. C.K. and C.R. acknowledge funding from the NSF through award CMMI 1563412. Supercomputing resources at UK on the Lipscomb High Performance Computing Cluster were provided by the UK Information Technology Department and the Center for Computational Sciences (CCS). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Physical Sciences
                Chemistry
                Chemical Compounds
                Organic Compounds
                Vitamins
                B Vitamins
                Biotin
                Physical Sciences
                Chemistry
                Organic Chemistry
                Organic Compounds
                Vitamins
                B Vitamins
                Biotin
                Biology and Life Sciences
                Biochemistry
                Proteins
                Post-Translational Modification
                Biotinylation
                Biology and Life Sciences
                Microbiology
                Bacteriology
                Gram Negative Bacteria
                Biology and Life Sciences
                Microbiology
                Periplasm
                Biology and Life Sciences
                Cell Biology
                Cellular Structures and Organelles
                Cytoplasm
                Biology and Life Sciences
                Cell Biology
                Cellular Structures and Organelles
                Cell Membranes
                Membrane Proteins
                Outer Membrane Proteins
                Medicine and Health Sciences
                Pharmacology
                Drugs
                Antimicrobials
                Antibiotics
                Biology and Life Sciences
                Microbiology
                Microbial Control
                Antimicrobials
                Antibiotics
                Research and Analysis Methods
                Mathematical and Statistical Techniques
                Statistical Methods
                Analysis of Variance
                Physical Sciences
                Mathematics
                Statistics
                Statistical Methods
                Analysis of Variance
                Custom metadata
                All relevant data are within the manuscript and its Supporting Information files.

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